Title :
A current-mode DTCNN universal chip
Author :
Harrer, Hubert ; Nossek, Josef A. ; Roska, Tamas ; Chua, Leon O.
Author_Institution :
Inst. for Network Theory & Circuit Design, Tech. Univ. Munchen, Germany
fDate :
30 May-2 Jun 1994
Abstract :
The paper describes an analog current mode realization of Discrete-Time Cellular Neural Networks (DTCNNs) with high cell density, which have local analog and local logic memory. Hence, some important parts of the CNN Universal Machine concept are implemented. The computation speed can be adjusted simply to the application by changing the clock rate. The circuit components are described in detail and SPICE level 2 simulation results are given for the ORBIT 2.0 μm process. A layout has been designed for a chip with 12 by 12 cells on a square grid realizing a one-neighborhood with 9 feedback and 9 control coefficients. The cell size is 619 μm by 425 μm and the simulated speed is between 1 MHz and 10 MHz depending on the minimum value of the state current. For the latter this leads to a simulated performance of 25.9 10 9 XPS for a single chip operation with an effective area of 0.379 cm2 and a worst case power consumption of 0.86 W. Another important feature of the chip is its capability for a spatial cascaded connection
Keywords :
CMOS analogue integrated circuits; VLSI; analogue processing circuits; cellular neural nets; integrated circuit layout; neural chips; neural net architecture; 0.86 W; 1 to 10 MHz; 2 micron; CMOS IC; CNN universal chip; ORBIT two micron process; SPICE level 2 simulation; analog current mode realization; chip layout design; discrete-time cellular neural networks; high cell density; spatial cascaded connection; Automation; Cellular neural networks; Circuit synthesis; Clocks; Computer networks; Logic arrays; Neural networks; Output feedback; Turing machines; Virtual colonoscopy;
Conference_Titel :
Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on
Conference_Location :
London
Print_ISBN :
0-7803-1915-X
DOI :
10.1109/ISCAS.1994.409215